MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29851 |
Test-inbox API for email and SMS: create inboxes, long-poll messages, extract O…
|
F 34 2⁄5 | ||||||||
| 29852 |
Agent-native travel platform: read-only flight, hotel, and brand tools over MCP…
|
F 34 2⁄5 | ||||||||
| 29853 |
Query NPS, CSAT, CES, and PMF survey results, responses, and links for your Use…
|
F 34 2⁄5 | ||||||||
| 29854 |
abm.dev — the account-based marketing API for AI agents: Search, Source, Enrich…
|
F 34 2⁄5 | ||||||||
| 29855 |
SEO for AI agents: crawl sites, audit pages, pull Search Console data, generate…
|
F 34 2⁄5 | ||||||||
| 29856 |
Career assistant: resumes, job-match analysis, interview results and career mem…
|
F 34 2⁄5 | ||||||||
| 29857 |
Pre-transaction risk screening for Ethereum addresses: signed score, sanctions,…
|
F 34 2⁄5 | ||||||||
| 29858 |
Route web, social, and filings data tasks to the best available scraper.
|
F 34 2⁄5 | ||||||||
| 29859 |
Probability-calibrated NBA, EuroLeague, football and ATP/WTA tennis predictions…
|
F 34 2⁄5 | ||||||||
| 29860 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 29861 |
Shared memory for all your AI agents, your whole team and every MCP client — sa…
|
F 34 2⁄5 | ||||||||
| 29862 |
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and…
|
F 34 2⁄5 | ||||||||
| 29863 |
AI-driven daily-focus todo app on your phone (max 3/day). View & add todos from…
|
F 34 2⁄5 | ||||||||
| 29864 |
UXBERT Labs headless CMS: model, write and publish bilingual content, media, de…
|
F 34 2⁄5 | ||||||||
| 29865 |
Screen a name against the U.S. Treasury OFAC SDN list. Information, not a compl…
|
F 34 2⁄5 | ||||||||
| 29866 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 34 2⁄5 | ||||||||
| 29867 |
NFL analytics tools for AI agents: stats, fantasy, injuries, schedules, and adv…
|
F 34 2⁄5 | ||||||||
| 29868 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||
| 29869 |
Discover and call 10,000+ production APIs from one MCP server. Pay-per-call bil…
|
F 34 2⁄5 | ||||||||
| 29870 |
WhatsApp assistants, messaging, broadcasts, and analytics for your iZap account…
|
F 34 2⁄5 | ||||||||
| 29871 |
Live Entalpa requirements, stories, stakeholders, interfaces, and project trace…
|
F 34 2⁄5 | ||||||||
| 29872 |
Handwritten iPad journal your AI can read and write tasks back to, over MCP.
|
F 34 2⁄5 | ||||||||
| 29873 |
Fórum persistente com conversa MCP, assembleias, jogos multiagente e universo M…
|
F 34 2⁄5 | ||||||||
| 29874 |
Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observa…
|
F 34 2⁄5 | ||||||||
| 29875 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 34 2⁄5 | ||||||||
| 29876 |
Send real handwritten cards in the US. A machine writes each one in ink, then w…
|
F 34 2⁄5 | ||||||||
| 29877 |
GDPR-compliant calendar access for AI assistants. Google, Microsoft 365, Apple …
|
F 34 2⁄5 | ||||||||
| 29878 |
Web data tools for AI agents: pages as markdown, search, maps, commerce, jobs, …
|
F 34 2⁄5 | ||||||||
| 29879 |
Sports-analytics research assistant that grades its own model and reports the l…
|
F 34 2⁄5 | ||||||||
| 29880 |
YouTube public video, comment, reply, channel, search, and speech-to-text trans…
|
F 34 2⁄5 | ||||||||
| 29881 |
Korean custom-goods shop: product options, final KRW quotes (VAT+shipping), and…
|
F 34 2⁄5 | ||||||||
| 29882 |
Search 21st.dev UI components & themes, get their code, and generate new ones w…
|
F 34 2⁄5 | ||||||||
| 29883 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 34 2⁄5 | ||||||||
| 29884 |
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
|
F 34 2⁄5 | ||||||||
| 29885 |
US macro & Treasury data — FRED series, yield curve, auctions, and a macro dash…
|
F 34 2⁄5 | ||||||||
| 29886 |
See how AI assistants answer about your brand
|
F 34 2⁄5 | ||||||||
| 29887 |
AI agent for business strategy and business design — run strategy missions and …
|
F 34 2⁄5 | ||||||||
| 29888 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 29889 |
Drop-in proxy keeping OpenAI Assistants API calls working past the August 26, 2…
|
F 34 2⁄5 | ||||||||
| 29890 |
AI-powered test automation: run tests, analyze failures, query results across m…
|
F 34 2⁄5 | ||||||||
| 29891 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 34 2⁄5 | ||||||||
| 29892 |
Predictive Signals, Company Search, Sector Trends and Contacts for PEs, IBs, M&…
|
F 34 2⁄5 | ||||||||
| 29893 |
Read-only account intelligence for Customer Success and Account Management team…
|
F 34 2⁄5 | ||||||||
| 29894 |
Connect your Calaf recruiting book: validate and import seeds; people arrive st…
|
F 34 2⁄5 | ||||||||
| 29895 |
Build decks in your own brand, from the AI agent you already use. Then edit the…
|
F 34 2⁄5 | ||||||||
| 29896 |
Twinfield AI Connect: hosted MCP server for Twinfield.
|
F 34 2⁄5 | ||||||||
| 29897 |
Run B2B outreach from your AI agent: 250+ tools for campaigns, leads, LinkedIn …
|
F 34 2⁄5 | ||||||||
| 29898 |
Edit video by talking to your AI — search footage, cut timelines, apply effects…
|
F 34 2⁄5 | ||||||||
| 29899 |
hiveclaw
Claim
Connect AI assistants to HiveClaw — manage projects, talk to AI agents, and mor…
|
F 34 2⁄5 | ||||||||
| 29900 |
Normalized official data with provenance, aggregations, insights, free samples …
|
F 34 2⁄5 | ||||||||